{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import sys\n",
    "sys.path.append('../scripts')\n",
    "import pmixSample\n",
    "import matplotlib.colors as colors\n",
    "import matplotlib.cbook as cbook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Pressure, Temperature, phi(stoichiometric ratio)\n",
    "one_atm = 101325\n",
    "TempMax = 1000./0.8 #1200; #K\n",
    "TempMin = 800 #1300; #K\n",
    "\n",
    "phiMax = 0.5; # \n",
    "phiMin = 3; # \n",
    "\n",
    "one_atm = 101325\n",
    "\n",
    "Pressure = one_atm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "Npt = 200\n",
    "Npphi = 200\n",
    "N = Npt*Npt\n",
    "\n",
    "temperature = np.linspace(TempMin, TempMax, Npt)\n",
    "eqratio     = np.linspace(phiMin, phiMax, Npphi)\n",
    "temp, phi = np.meshgrid(temperature,eqratio)\n",
    "\n",
    "temp = temp.reshape(np.size(temp))#flatten()\n",
    "phi  = phi.reshape(np.size(phi))#flatten()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "Nvar = 6\n",
    "sample = np.zeros([N,Nvar])\n",
    "fuel =\"CH4\"\n",
    "nC=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(N):\n",
    "    sample[i,0] = temp[i]\n",
    "    sample[i,1] = Pressure\n",
    "    Yp_fuel, Yr_o2, Yr_n2, Yr_ar = pmixSample.getMassFraction(nC,phi[i])\n",
    "    sample[i,2] = Yp_fuel\n",
    "    sample[i,3] = Yr_o2\n",
    "    sample[i,4] = Yr_n2 \n",
    "    sample[i,5] = Yr_ar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "savedir = ''\n",
    "header_fuel = \"T P \"+fuel+\" O2 N2 AR\"\n",
    "np.savetxt(savedir+'sample.dat',sample,header=header_fuel,comments='')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "cpMass = np.loadtxt('CpMixMass.dat')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plotResults(x, y, z, name_title , x_label_name,y_label_name,\\\n",
    "                xtickvalues=None,ytickvalues=None,cticks=None,cticklabels=None,fs_label=22,fs_tick=20):\n",
    "    fig, ax2 = plt.subplots(figsize=(10,8), nrows=1)\n",
    "    ax2.tricontour(x, y, z, 14, linewidths=0.5,  colors='k')\n",
    "    cntr2 = ax2.tricontourf(x, y, z,14, cmap=\"RdBu_r\")\n",
    "    if cticks is not None:\n",
    "        cbar = fig.colorbar(cntr2, ax=ax2, ticks=cticks)    \n",
    "    else:\n",
    "        cbar = fig.colorbar(cntr2, ax=ax2)\n",
    "    if cticklabels is not None:\n",
    "        cbar.ax.set_yticklabels(cticklabels) \n",
    "    cbar.ax.tick_params(labelsize=fs_label)\n",
    "    cbar.ax.set_ylabel(name_title,fontsize=fs_label+2)\n",
    "    cbar.ax.tick_params(labelsize=fs_label)\n",
    "#     ax2.set_title(name_title  )\n",
    "    plt.subplots_adjust(hspace=0.5)\n",
    "    ax2.set_xlabel(x_label_name,fontsize=fs_label)\n",
    "    ax2.set_ylabel(y_label_name,fontsize=fs_label) \n",
    "    if xtickvalues is not None:\n",
    "        ax2.set_xticks(xtickvalues)\n",
    "    if ytickvalues is not None:\n",
    "        ax2.set_yticks(ytickvalues)\n",
    "    for tick in ax2.xaxis.get_major_ticks()+ax2.yaxis.get_major_ticks():\n",
    "        tick.label.set_fontsize(fs_tick)\n",
    "    return "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotResults(temp, phi, cpMass, 'Mixture Specific Heat Capacity [J/kg K] ',\\\n",
    "            x_label_name='Temperature [K] ',y_label_name='Equivalence ratio $\\phi$',\\\n",
    "            xtickvalues=[800,900,1000,1100,1200],ytickvalues=[1,2,3],cticks=[1200,1400,1600,1800])\n",
    "plt.savefig('MixtureSpecificHeatCapacity.pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "HMass = np.genfromtxt('EnthalpyMixMass.dat')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotResults(temp, phi, HMass/1000, 'Mixture Enthalpy [kJ/kg] ' ,\\\n",
    "            x_label_name='Temperature [K] ',y_label_name='Equivalence ratio $\\phi$',\\\n",
    "            xtickvalues=[800,900,1000,1100,1200],ytickvalues=[1,2,3],\\\n",
    "            cticks=[0,2e2,4e2,6e2,8e2,1e3])\n",
    "plt.savefig('MixtureEnthalpy.pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
